Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Description from the maker (original English)
Transcription, subtitles, meeting transcripts, translation, audio conversion, and private memory.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account richawo, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (2.0.1) reached the registry 43 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
In the same category: Figma Context MCP, Claude Real Video, Figma MCP Server
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Turn recordings into transcripts and subtitles. Translate text and files, extract audio from video, and use optional private Markdown memory from Claude Desktop and other MCPB-compatible clients.
Release status: this source prepares connector 2.0.3. The latest published MCPB and Registry entry are still 2.0.1. Version 2.0.3 needs the remaining Claude Desktop and Windows checks before release; see PUBLISHING.md.
Try: "Transcribe this product demo and save a separate text file."
This connector contains 16 tools for the workflows above. Yaps also offers speech, audio cleanup, image tools, rendered captions, and Auto Cut through its plugin marketplace. Directory review and approval are separate from package availability.
.mcpb in Claude Desktop, or install it from Settings → Extensions → Advanced settings. The prepared 2.0.3 source is not yet released.The connector uses the same discovery contract as the Yaps plugins: explicit override, PATH, then verified installed-app locations. It validates yaps_cli with a bounded, read-only status call and diagnoses a missing private-vault connector separately from a missing or invalid CLI. Yaps 2.3.124 or newer is required for the safe automatic account handoff; the connector then reuses the desktop sign-in and recognises either an active free trial or Yaps Pro. Users do not need Rust, Python, an API key, a PATH shim, manual JSON configuration, or a separate connector login.
Memory's existing Agent Access permission remains an intentional desktop security control. Claude Desktop must be enabled there once before it can read private notes; the connector does not impersonate another trusted client or bypass that setting.
Approve any required model download before it starts. Requested results can enter Claude's context. A remote session cannot reach Yaps on another computer through this local connector.
The connector exposes 16 focused tools:
See TOOL_REFERENCE.md for the complete inventory.
bun install --frozen-lockfile
bun run package
bun run package runs the unit suite, validates the MCPB manifest with Anthropic's official toolchain, installs production-only runtime dependencies inside the bundle, creates the .mcpb, inspects it, calculates its SHA-256 digest, and generates matching MCP Registry metadata under dist/ /.
The connector proxies the native Memory tools from yaps_mcp and uses the first-party yaps_cli for the other local workflows. See PUBLISHING.md for the release and directory-review gates.
Yaps' public privacy policy is at yaps.ai/privacy.
Use Yaps support for product help. Follow SECURITY.md for vulnerability reports, and never attach private notes, media, transcripts, credentials, or raw Agent Access logs to a public issue.
The connector source is MIT licensed. The same notice is included inside the MCPB bundle. The Yaps desktop app is a separate product with its own account and plan requirements.